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Hengrui Cai

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2020 – today

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2023
[i9]
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  - journals/corr/abs-2301-12383
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Richard A Watson, Hengrui Cai, Xinming An, Samuel A. McLean, Rui Song:
On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs. CoRR abs/2301.12383 (2023)
[i8]
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  - journals/corr/abs-2301-12389
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Hengrui Cai, Yixin Wang, Michael I. Jordan, Rui Song:
On Learning Necessary and Sufficient Causal Graphs. CoRR abs/2301.12389 (2023)
[i7]
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  - journals/corr/abs-2303-14281
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Tao Ma, Hengrui Cai, Zhengling Qi, Chengchun Shi, Eric B. Laber:
Sequential Knockoffs for Variable Selection in Reinforcement Learning. CoRR abs/2303.14281 (2023)
2022
[i6]
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  - journals/corr/abs-2212-14580
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Ye Shen, Runzhe Wan, Hengrui Cai, Rui Song:
Heterogeneous Synthetic Learner for Panel Data. CoRR abs/2212.14580 (2022)
2021
[c3]
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  - conf/iclr/CaiSL21
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Hengrui Cai, Rui Song, Wenbin Lu:
ANOCE: Analysis of Causal Effects with Multiple Mediators via Constrained Structural Learning. ICLR 2021
[c2]
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Hengrui Cai, Chengchun Shi, Rui Song, Wenbin Lu:
Deep Jump Learning for Off-Policy Evaluation in Continuous Treatment Settings. NeurIPS 2021: 15285-15300
[i5]
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  - journals/corr/abs-2105-14422
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Hengrui Cai, Zhihao Cen, Ling Leng, Rui Song:
Periodic-GP: Learning Periodic World with Gaussian Process Bandits. CoRR abs/2105.14422 (2021)
[i4]
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  - journals/corr/abs-2110-05636
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Hengrui Cai, Wenbin Lu, Rachel Marceau West, Devan V. Mehrotra, Lingkang Huang:
CAPITAL: Optimal Subgroup Identification via Constrained Policy Tree Search. CoRR abs/2110.05636 (2021)
[i3]
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  - journals/corr/abs-2110-15501
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Hengrui Cai, Ye Shen, Rui Song:
Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning. CoRR abs/2110.15501 (2021)
[i2]
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  - journals/corr/abs-2111-08885
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Hengrui Cai, Chengchun Shi, Rui Song, Wenbin Lu:
Jump Interval-Learning for Individualized Decision Making. CoRR abs/2111.08885 (2021)
2020
[c1]
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  - conf/icml/CaiLS20
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Hengrui Cai, Wenbin Lu, Rui Song:
On Validation and Planning of An Optimal Decision Rule with Application in Healthcare Studies. ICML 2020: 1262-1270
[i1]
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  - journals/corr/abs-2010-15963
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Hengrui Cai, Chengchun Shi, Rui Song, Wenbin Lu:
Deep Jump Q-Evaluation for Offline Policy Evaluation in Continuous Action Space. CoRR abs/2010.15963 (2020)

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